Towards the problem that traditional author collaboration network analysis would ignore the contribution weight of single articles for the whole network edge-weight, the article provides an advancing method that based on edge-con- nection relationship weight. The method quotes the permutation and combination idea to permute and combine all the authors in the articles. It use the reciprocal of the available author collaboration relationship numbers as the weight of edge connection, so avoiding the affection to the whole author collaboration network by exorbitant evalu- ation of author collabora...